haiiibin/data-profiler-mcp

Profiles tabular data files (CSV, TSV, Parquet, Excel, JSON) for LLM agents: one-call dataset overview, per-column statistics, a data-quality audit (missing values, duplicates, mixed types, outliers), and memory-saving dtype suggestions. Pure Python (pandas); files are read locally and nothing leaves your machine. `pip install data-profiler-mcp`.

Quality score 55/100

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Stars

★ 2

Last commit

2d ago

Language

Python

Install

Python (uvx / pip)

Installation

Example client config (verify package name in the repo README)

{
  "mcpServers": {
    "data-profiler-mcp": {
      "command": "uvx",
      "args": ["data-profiler-mcp"]
    }
  }
}

Topics

claude csv data-profiling data-quality exploratory-data-analysis llm mcp model-context-protocol

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